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510(k) Data Aggregation

    K Number
    K203137
    Device Name
    Venue Fit
    Date Cleared
    2020-12-29

    (70 days)

    Product Code
    Regulation Number
    892.1550
    Reference & Predicate Devices
    N/A
    Why did this record match?
    Reference Devices :

    ), Voluson S8 (K120741), Vivid q (K121062), Venue 50 (K152758), Vscan Extend (K180995), Vivid S70N (K182450

    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The Venue Fit is a general purpose diagnostic ultrasound system for use by qualified and trained healthcare professionals for ultrasound imaging, measurement, display and analysis of the human body and fluid. Venue Fit is intended to be used in a hospital or medical clinic. Venue Fit clinical applications include: abdominal (GYN and Urology), thoracic/pleural, ophthalmic, Fetal/OB, Small Organ (including breast, thyroid), VascularPeripheral vascular, neonatal and adult cephalic, pediatric, musculoskeletal (conventional and superficial), cardiac (adults and pediatric), Transrectal, Transvaginal, Transesophageal, Intraoperative (vascular) and interventional guidance (includes tissue biopsy, fluid drainage, vascular and non-vascular access). Modes of operation include: B, M, PW Doppler, Color Doppler, Color M Doppler, Power Doppler, Harmonic Imaging, Coded Pulse and Combined modes: B/M, B/Color M, B/PWD, B/Color/PWD, B/Power/PWD, B/CWD, B/Color/CWD.

    Device Description

    Venue Fit is a general-purpose diagnostic ultrasound system intended for use by qualified and trained healthcare professionals to evaluate the body by ultrasound imaging and fluid flow analysis. The Venue Fit is a compact, portable system with a small footprint. The system can be hand carried using the integrated handle, placed on a horizontal surface (if kickstand is attached), attached to a mobile cart or mounted on the wall. It has a high resolution color LCD monitor, with a simple, multi-touch user interface that makes the system intuitive. The system can be powered through an electrical wall outlet for long term use or from an internal battery for a short time with full functionality and scanning.

    The Venue Fit utilizes a variety of linear, convex, and phased array transducers which provide high imaging capability. supporting all standard acquisition modes. Some transducers are compatible with OEM biopsy kits to support needle-guidance procedures.

    The system has the capability for displaying the patient's ECG trace synchronized to the scanned image. This allows the user to view an image from a specific time of the ECG signal. The ECG signal can be input directly from the patient leads or as an output from an ECG monitoring device. ECG information is not intended for monitoring or diagnosis.

    Venue Fit is capable of wired or wireless internet connection and a barcode reader is available to be used as an input device. The system meets DICOM requirements to support users image storage and archiving needs (local PACS or products such as O-Path) and allows for output to printing devices. The user documentation is available electronically. An additional accessory available for the customer is a roller bag.

    AI/ML Overview

    I am sorry, but the provided text does not contain the information required to answer your request. The document is a 510(k) premarket notification submission for a medical device (Venue Fit ultrasound system).

    It primarily focuses on:

    • Regulatory information: FDA letter, indications for use, and a 510(k) summary.
    • Device description: Explaining the Venue Fit's features, intended use, and technical specifications.
    • Comparison to predicate devices: Highlighting similarities and differences with previously cleared GE ultrasound systems.
    • Non-clinical tests: Listing the safety and performance standards the device complies with (e.g., acoustic output, biocompatibility, electrical safety).
    • A statement explicitly saying: "The subject of this premarket submission, Venue Fit, did not require clinical studies to support substantial equivalence."

    Therefore, there is no information regarding:

    • Acceptance criteria for AI/algorithm performance.
    • Results of a study proving the device meets acceptance criteria (as no clinical studies were required).
    • Sample sizes for test or training sets.
    • Data provenance.
    • Number of experts, their qualifications, or adjudication methods for ground truth.
    • MRMC studies or effect sizes.
    • Standalone algorithm performance.
    • Type of ground truth used.
    • How ground truth for training was established.

    This document indicates that the device's substantial equivalence was demonstrated through non-clinical testing and comparison to predicate devices, rather than a clinical study involving AI performance metrics.

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    K Number
    K202233
    Device Name
    Venue Go
    Date Cleared
    2020-11-18

    (103 days)

    Product Code
    Regulation Number
    892.1550
    Reference & Predicate Devices
    N/A
    Why did this record match?
    Reference Devices :

    ), Voluson S8 (K120741), Vivid q (K121062), Venue 50 (K152758), Vscan Extend (K180995), Vivid S70N (K182450

    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The Venue Go is a general purpose diagnostic ultrasound system for use by qualified and trained healthcare professionals for ultrasound imaging, measurement, display and analysis of the human body and fluid. Venue Go is intended to be used in a hospital or medical clinic. Venue Go clinical applications include: abdominal (GYN and Urology), thoracic/pleural, ophthalmic, Fetal/OB, Small Organ (including breast, thyroid), VascularPeripheral vascular, neonatal and adult cephalic, pediatric, musculoskeletal (conventional and superficial), cardiac (adults and pediatric), Transrectal, Transvaginal, Transesophageal, Intraoperative (vascular) and interventional guidance (includes tissue biopsy, fluid drainage, vascular and non-vascular access). Modes of operation include: B, M, PW Doppler, Color Doppler, Color M Doppler, Power Doppler, Harmonic Imaging, Coded Pulse and Combined modes: B/M, B/Color M, B/ PWD, B/Color/PWD, B/Power/PWD, B/CWD, B/Color/CWD.

    Device Description

    Venue Go is a general-purpose diagnostic ultrasound system intended for use by qualified and trained healthcare professionals to evaluate the body by ultrasound imaging and fluid flow analysis. The Venue Go is a compact, portable system with a small footprint The system can be hand carried using an integrated handle, placed on a horizontal surface, attached to a mobile cart or wall mounted. It has a high resolution color LCD monitor, with a simple, multi-touch user interface that makes the system intuitive. The system can be powered through an electrical wall outlet for long term use or from an internal battery for a short time.

    The Venue Go utilizes a variety of linear, convex, and phased array transducers which provide high imaging capability, supporting all standard acquisition modes. Some transducers are compatible with OEM biopsy kits to support needle-guidance procedures.

    The system has the capability for displaying the patient's ECG trace synchronized to the scanned image. This allows the user to view an image from a specific time of the ECG signal. The ECG signal can be input directly from the patient leads or as an output from an ECG monitoring device. ECG information is not intended for monitoring or diagnosis.

    A barcode reader is available to be used as an input device. Venue Go is capable of wireless communication through a builtin Wireless LAN device. The system meets DICOM requirements to support users image storage and archiving needs (local PACS or products such as O-Path) and allows for output to printing devices. The user documentation is available electronically. An additional accessory that will also be available for the customer will be a roller bag.

    AI/ML Overview

    The provided text describes the GE Medical Systems Ultrasound and Primary Care Diagnostics' Venue Go device and its 510(k) premarket notification. However, it does not include information about acceptance criteria or a study proving the device meets those criteria, as typically understood in the context of diagnostic performance (e.g., sensitivity, specificity, accuracy).

    Instead, the document details the device's technical specifications, intended use, comparison to predicate devices, and compliance with non-clinical safety standards (acoustic output, biocompatibility, electrical safety, etc.). The "Summary of Non-Clinical Tests" section outlines various standards the device complies with, but these are safety and engineering standards, not performance criteria for a diagnostic algorithm.

    Specifically, the "Summary of Clinical Tests" section explicitly states: "The subject of this premarket submission, Venue Go, did not require clinical studies to support substantial equivalence." This means that no clinical performance study was conducted to establish diagnostic accuracy metrics for the device itself. The substantial equivalence argument is based on its similarity to existing, legally marketed ultrasound systems.

    Therefore, I cannot provide the requested information regarding acceptance criteria and a study proving their fulfillment, as it is not present in the provided text.

    If you have a document that describes the diagnostic performance claims and supporting studies for the Venue Go or a similar medical device, please provide that text, and I will be able to answer your questions.

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    K Number
    K202132
    Device Name
    Venue
    Date Cleared
    2020-11-13

    (105 days)

    Product Code
    Regulation Number
    892.1550
    Why did this record match?
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The Venue is a general purpose diagnostic ultrasound system for use by qualified and trained healthcare professionals for ultrasound imaging, measurement, display and analysis of the human body and fluid. Venue is intended to be used in a hospital or medical clinic. Venue clinical applications include: abdominal (GYN and Urology), thoracic/pleural, ophthalmic, Fetal/OB, Small Organ (including breast, testes, thyroid), VascularPeripheral vascular, neonatal and adult cephalic, pediatric, musculoskeletal (conventional and superficial), cardiac (adults and pediatric), Transrectal, Transvaginal, Transesophageal, Intraoperative (vascular) and interventional guidance (includes tissue biopsy, fluid drainage, vascular and non-vascular access). Modes of operation include: B, M, PW Doppler, Color Doppler, Color M Doppler, Power Doppler, Harmonic Imaging, Coded Pulse and Combined modes: B/M, B/Color M, B/ PWD, B/Color/PWD, B/Power/PWD, B/CWD, B/Color/CWD.

    Device Description

    The proposed Venue system is a general-purpose, Track 3, diagnostic ultrasound device, intended for ultrasound imaging, measurement and analysis of the human body and fluid that provides digital acquisition, processing and display capabilities. Venue can be used in offices, clinics and hospitals. The Venue is a mobile system with a small footprint that easily fits into tight spaces and positioned to accommodate the sometimes-awkward work settings of the point of care user. The Venue has a high resolution color LCD monitor, with a simple, multi-touch user interface that makes the system intuitive. The single surface screen provides easy cleanability. Articulated monitor arm enables flexible display positions in order to be accessible and clearly visible in both user-standing and sitting positions.

    The proposed Venue has the capability for displaying the patient's ECG trace synchronized to the scanned image. This allows the user to view an image from a specific time of the ECG signal. The ECG signal can be input directly from the patient leads or as an output from an ECG monitoring device. ECG is not intended for monitoring or diagnosis.

    The Venue has a battery that allows for scanning without the need to plug in to an electrical outlet. The system is capable of wireless communication and a barcode reader is available to be used as an input device. System meets DICOM requirements to support users image storage and archiving needs and allows for output to printing devices. The user documentation is available via electronic media.

    The Venue utilizes a variety of linear, convex, and phased array transducers which provide high imaging capability, supporting all standard acquisition modes. Some transducers are compatible with OEM biopsy kits to support needle-guidance procedures. The system includes several automated tools designed to simplify and shorten the workflow time of the healthcare professional for some common assessments.

    AI/ML Overview

    Here's a breakdown of the requested information based on the provided text:

    1. Table of Acceptance Criteria and Reported Device Performance

    The provided FDA 510(k) summary does not contain specific acceptance criteria or quantitative performance metrics for the device itself. Instead, the submission focuses on demonstrating substantial equivalence to a predicate device by comparing:

    • Clinical Indications for Use: Similar, with some additions cleared on reference devices.
    • Technological Characteristics: Same fundamental scientific technology.
    • Safety and Effectiveness: Assessed through non-clinical tests.
    • Imaging Modes and Transducers: Largely identical or similar, with additions cleared on reference devices.
    • Features/Functionality: Modifications or additions that are similar to features already cleared on predicate or reference devices.

    Therefore, a table of acceptance criteria and reported device performance, as typically understood for AI/ML device performance, cannot be constructed from this document. The "performance" being demonstrated here is the device's adherence to safety standards and its functional equivalence to existing cleared devices.

    2. Sample Size Used for the Test Set and Data Provenance

    The document explicitly states: "The subject of this premarket submission, Venue, did not require clinical studies to support substantial equivalence."

    Therefore, there was no test set as part of a clinical study for this 510(k) submission, and consequently, no sample size or data provenance information.

    3. Number of Experts Used to Establish the Ground Truth for the Test Set and Qualifications of Those Experts

    As no clinical study was required and no test set was used, this information is not applicable and not provided in the document.

    4. Adjudication Method for the Test Set

    As no clinical study was required and no test set was used, this information is not applicable and not provided in the document.

    5. If a Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study was done, If so, what was the effect size of how much human readers improve with AI vs without AI assistance

    The document explicitly states: "The subject of this premarket submission, Venue, did not require clinical studies to support substantial equivalence."

    Therefore, no MRMC study was performed, and this information is not applicable and not provided in the document. The device descriptions focus on general ultrasound functionalities without specific mention of AI-assisted diagnostic features that would warrant such a study. While some "automated tools" are mentioned, their performance is established through similarity to pre-cleared features, not through comparative effectiveness studies in this submission.

    6. If a Standalone (i.e. algorithm only without human-in-the-loop performance) was done

    The document states: "The subject of this premarket submission, Venue, did not require clinical studies to support substantial equivalence."

    Therefore, no standalone performance study was done for this submission, and this information is not applicable and not provided in the document.

    7. The Type of Ground Truth Used

    As no clinical study was required and no test set was used, this information is not applicable and not provided in the document. The substantial equivalence argument relies on comparison to predicate and reference devices, not on direct ground truth validation in a clinical setting for this specific submission.

    8. The Sample Size for the Training Set

    The document explicitly states: "The subject of this premarket submission, Venue, did not require clinical studies to support substantial equivalence."

    Since no clinical studies were performed, and the submission does not describe the development or training of new AI/ML algorithms requiring a training set, this information is not applicable and not provided in the document. The "automated tools" mentioned are described as modifications or similar to features already cleared on other devices.

    9. How the Ground Truth for the Training Set Was Established

    As no training set was used for a clinical study in this submission, this information is not applicable and not provided in the document.

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    K Number
    K200852
    Date Cleared
    2020-09-18

    (171 days)

    Product Code
    Regulation Number
    892.2050
    Reference & Predicate Devices
    Why did this record match?
    Reference Devices :

    K182450, K181685, K200743

    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    EchoPAC Software Only / EchoPAC Plug-in is intended for diagnostic review and analysis of ultrasound images, patient record management and reporting, for use by, or on the order of a licensed physician. EchoPAC Software Only / EchoPAC Plug-in allows post-processing of raw data images from GE ultrasound scanners and DICOM ultrasound images.
    Ultrasound images are acquired via B (2D), M, Color M modes, Color, Power, Pulsed and CW Doppler modes, Coded Pulse, Harmonic, 3D, and Real time (RT) 3D Mode (4D).
    Clinical applications include: Fetal/Obstetrics; Abdominal (including renal and GYN), Urology (including prostate), Pediatric; Small organs (breast, testes, thyroid), Neonatal and Adult Cephalic, Cardiac (adult and pediatric), Peripheral Vascular, Transesophageal (TEE), Musculo-skeletal Conventional, Musculo-skeletal Superficial, Transrectal (TR), Transvaginal (TV), Intraoperative (vascular), Intra-cardiac, and Intra-luminal.

    Device Description

    EchoPAC Software Only / EchoPAC Plug-in provides image processing, annotation, analysis, measurement, report generation, communication, storage and retrieval functionality to ultrasound images that are acquired via the Vivid family of ultrasound scanners by GE Healthcare. The EchoPAC Software Only / EchoPAC Plug-in software is an integral component of each Vivid system, providing the post-acquisition image management and reporting functions of the scanner. EchoPAC Software Only will be offered as SW-only to be installed directly on customer PC hardware, and EchoPAC Plug-in will be offered as an accessory to image management workstations. EchoPAC Software Only / EchoPAC Plug-in is DICOM compliant, transferring images and data via LAN between scanners, hard copy devices, file servers and other workstations.

    AI/ML Overview

    The provided text is a 510(k) Premarket Notification Submission for GE Healthcare's "EchoPAC Software Only / EchoPAC Plug-in." It describes the device, its intended use, and compares it to predicate devices. However, it explicitly states:

    "The subject of this premarket submission, EchoPAC Software Only / EchoPAC Plug-in, did not require clinical studies to support substantial equivalence."

    This means the document does not contain information about acceptance criteria, a study proving device performance against those criteria, sample sizes, expert involvement, or adjudication methods because clinical studies were not deemed necessary for this submission. The submission relies on non-clinical tests and comparison to previously cleared predicate devices.

    Therefore, I cannot provide the requested information from the given text.

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